The library

perf-analyzer · Converting raw performance data into actionable optimization recommendations.

payment-integration · Building checkout flows and subscription management for Vietnamese and global markets.

perf-baseline-manager · Storing baseline metrics to track whether optimizations actually improved performance.

m06-error-handling · Ensuring consistent error handling across a codebase without boilerplate.

sequential-thinking · Working through multi-step reasoning where each step must be shown.

perf-benchmarker · Determining whether a code change actually improved performance or made it worse.

explain-visually · Making abstract or technical concepts concrete through annotated diagrams.

perf-code-paths · Understanding which functions are called and in what order during execution.

db-query · Finding slow queries and writing efficient SQL.

perf-investigation-logger · Recording what was tested, why, and what findings emerged.

next-16 · Upgrading codebases to leverage Next.js 16 features and performance improvements.

nft-standards · Creating immutable token collections with verifiable ownership and transferability constraints.

perf-profiler · Identifying performance bottlenecks when generic benchmarks lack granularity.

tool-usage · Constructing reliable exploits for memory corruption vulnerabilities.

videodb-skills · Processing video at scale with semantic search and AI-driven editing.

perf-theory-tester · Proving performance improvements with rigorous statistical evidence.

d3k · Debugging web apps when full user-action replay is needed to reproduce errors.

algorithmic-patterns · Procedurally generating facades, branching structures, and site layouts at scale.

perf-theory-gatherer · Prioritizing optimization work in unfamiliar codebases.

code-review · Enforcing type safety, access control, and API contracts in TypeScript teams.

bim-scripting · Scaling BIM operations beyond manual editing (parameter QA, clash detection, export).

dart-contribute · Contributing to projects with parallel release branches (patch vs. main).

cd-calculator · Rapid structural/environmental analysis in computational design workflows.

ux-psychology · Defending design decisions with peer-reviewed behavioral science.

transformers-js · Privacy-critical NLP tasks (sentiment, classification) with zero cloud egress.

d3-viz · Custom data narratives where charting libraries lack flexibility.

unity-xr · Rapid AR/VR prototyping with multi-device gesture support.

computational-geometry · Spatial reasoning in site analysis, packing, and optimal placement.

senior-frontend · Leading design-system decisions requiring performance and accessibility expertise.

selenium-automation · Complex browser workflows when Playwright lacks cross-browser support.

data-driven-design · Defending design intent with ASHRAE/LEED compliance and thermal modeling.

base · Automating database operations, forms, and report generation when ODB or embedded databases suit the use case better than CLI tools.

design-automation · Automating repetitive AEC tasks like code compliance, space planning, or facade optimization when rules can be explicitly encoded.

auto-build-wi · Continuous automated build-from-issue pipeline when paired with /loop for scheduled ticking and deterministic state transitions.

fix-issue-batch · Continuous issue triage and fix cycles with disk-gated concurrency caps when teams want automated high-signal issue resolution.

split-god-file · Breaking up unmaintainable monolithic JS/HTML files when you can tolerate ordered module imports and want deterministic splitting.

admob-isolation-audit · Enforcing third-party SDK isolation contracts as a pre-PR check when monetization changes risk breaching encapsulation.

two-panel-plan-review · Stress-testing a strategic plan and deriving a tactical build plan when risk of engineering effort failure is high.

deep-research · Producing a cited, high-confidence research report when sources include anti-bot paywalls (WebSearch aggregation fallback).

audit-loop · Detecting dark cascade outages and version drift in a gm/rs-* publish pipeline when run on recurring /loop.

code-connect-refresh · Keeping Figma-to-code bindings fresh when component APIs change frequently and drift is costly.

design-options-panel · Exploring design direction space quickly when you need human feedback on multiple coherent options simultaneously.

lumen-improvement-hunt · Prioritizing performance work when you need data-driven ranking instead of hunches.

team-build · Automating team hiring workflows when your recruiting funnel is repeatable and roles are standardized.

generate-radio-ads · Rapidly iterating radio ad variants when you need fast copy-to-voice turnaround.

parallel-implement-review · Catching implementation drift from plan when you need multi-angle review before merge.

find-bugs · Quick automated bug-pattern scanning as a lightweight pre-PR gate.

nihil-maat · Auditing IA when information loss or findability drift is a concern.

bier-conformance · Enforcing structured document requirements when BIER compliance is mandatory.

bier-spec · Creating standardized spec documents when BIER schema enforcement is required.